relate: 89f32ef3 --BUILDS_ON--> 9ea72015
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---
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id: 6100de8d-c1dc-4ec9-8981-5c65a396da0e
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type: BUILDS_ON
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from_id: 89f32ef3-2d87-4b8c-aa6e-ce5a7f60566c
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from_title: "Fix: Partial UUID prefix matching in cognitive memory client (git-style)"
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to_id: 9ea72015-0b85-4a42-9ae1-144866f8d86f
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to_title: "Cognitive Memory v3.0: Rich Edges + Hybrid Embeddings + MCP Server"
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strength: 0.8
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created: "2026-02-28T06:03:25.212458+00:00"
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updated: "2026-02-28T06:03:25.212458+00:00"
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---
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Prefix matching is a UX improvement built on top of the v3.0 MCP server client architecture
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@ -6,7 +6,13 @@ tags: [cognitive-memory, fix, uuid, mcp, client.py, claude-configs]
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importance: 0.8
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confidence: 0.8
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created: "2026-02-28T06:03:13.780326+00:00"
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updated: "2026-02-28T06:03:13.780326+00:00"
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updated: "2026-02-28T06:03:25.212458+00:00"
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relations:
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- target: 9ea72015-0b85-4a42-9ae1-144866f8d86f
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type: BUILDS_ON
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direction: outgoing
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strength: 0.8
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edge_id: 6100de8d-c1dc-4ec9-8981-5c65a396da0e
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---
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# Partial UUID Prefix Matching in CognitiveMemoryClient
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@ -6,13 +6,18 @@ tags: [cognitive-memory, mcp, architecture, upgrade]
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importance: 0.9
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confidence: 0.8
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created: "2026-02-19T20:10:42.128691+00:00"
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updated: "2026-02-28T04:53:46.340559+00:00"
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updated: "2026-02-28T06:03:25.212458+00:00"
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relations:
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- target: dc6b6c6f-1319-47cf-a691-dd40751ff121
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type: BUILDS_ON
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direction: incoming
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strength: 0.85
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edge_id: 78728fca-82c7-4c30-b677-aadc663fb40b
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- target: 89f32ef3-2d87-4b8c-aa6e-ce5a7f60566c
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type: BUILDS_ON
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direction: incoming
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strength: 0.8
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edge_id: 6100de8d-c1dc-4ec9-8981-5c65a396da0e
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---
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Major upgrade to cognitive-memory skill. Phase 1: Rich edges as first-class markdown files in graph/edges/ with bidirectional frontmatter refs (edge_id field). relate() returns edge_id string instead of bool. Cascade deletion on memory delete. CLI: edge-get, edge-search, edge-update, edge-delete. Phase 2: Hybrid embedding providers (Ollama local + OpenAI optional) with automatic fallback chain. _config.json stores provider settings (gitignored). Dimension mismatch safety triggers re-embedding on provider switch. Phase 3: MCP server (mcp_server.py) with 18 tools via JSON-RPC 2.0 stdio protocol. Registered in ~/.claude.json. Phase 4: Updated SKILL.md, SCHEMA.md, feature.json to v3.0.0. Index version bumped from 1 to 2 (adds edges section). All stdlib-only, no external dependencies.
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